Published in AMIA Annu Symp Proc on January 01, 2005
Bayesian rule learning for biomedical data mining. Bioinformatics (2010) 1.29
Decision path models for patient-specific modeling of patient outcomes. AMIA Annu Symp Proc (2013) 0.80
Computational modeling for bedside application. Heart Fail Clin (2008) 0.79
Personalized Modeling for Prediction with Decision-Path Models. PLoS One (2015) 0.75
Patient-specific inference and situation-dependent classification using Context-Sensitive Networks. AMIA Annu Symp Proc (2006) 0.75
A Probabilistic Graphical Model for Individualizing Prognosis in Chronic, Complex Diseases. AMIA Annu Symp Proc (2015) 0.75
Logistic regression and artificial neural network classification models: a methodology review. J Biomed Inform (2003) 3.11
Processes and outcomes of care for patients with community-acquired pneumonia: results from the Pneumonia Patient Outcomes Research Team (PORT) cohort study. Arch Intern Med (1999) 2.21
Assessing predictive accuracy: how to compare Brier scores. J Clin Epidemiol (1991) 1.52
Predicting dire outcomes of patients with community acquired pneumonia. J Biomed Inform (2005) 1.36
Evidence-based anomaly detection in clinical domains. AMIA Annu Symp Proc (2007) 3.76
Conditional outlier detection for clinical alerting. AMIA Annu Symp Proc (2010) 2.99
Accelerating U.S. EHR adoption: how to get there from here. recommendations based on the 2004 ACMI retreat. J Am Med Inform Assoc (2004) 2.76
Outlier detection for patient monitoring and alerting. J Biomed Inform (2012) 2.10
The Bayesian aerosol release detector: an algorithm for detecting and characterizing outbreaks caused by an atmospheric release of Bacillus anthracis. Stat Med (2007) 1.62
The application of naive Bayes model averaging to predict Alzheimer's disease from genome-wide data. J Am Med Inform Assoc (2011) 1.52
A Pattern Mining Approach for Classifying Multivariate Temporal Data. Proceedings (IEEE Int Conf Bioinformatics Biomed) (2011) 1.45
Creating a text classifier to detect radiology reports describing mediastinal findings associated with inhalational anthrax and other disorders. J Am Med Inform Assoc (2003) 1.42
A prediction rule to identify low-risk patients with heart failure. Acad Emerg Med (2005) 1.40
Bayesian rule learning for biomedical data mining. Bioinformatics (2010) 1.29
Application of an efficient Bayesian discretization method to biomedical data. BMC Bioinformatics (2011) 1.27
Identifying Deviations from Usual Medical Care using a Statistical Approach. AMIA Annu Symp Proc (2010) 1.24
A bayesian method for evaluating and discovering disease loci associations. PLoS One (2011) 1.19
Learning patient-specific predictive models from clinical data. J Biomed Inform (2010) 1.18
An evaluation of a system that recommends microarray experiments to perform to discover gene-regulation pathways. Artif Intell Med (2004) 1.13
A fast algorithm for learning epistatic genomic relationships. AMIA Annu Symp Proc (2010) 1.08
Issues in applied statistics for public health bioterrorism surveillance using multiple data streams: research needs. Stat Med (2007) 1.08
Bayesian prediction of an epidemic curve. J Biomed Inform (2008) 1.07
Causal discovery using a Bayesian local causal discovery algorithm. Stud Health Technol Inform (2004) 1.04
A Bayesian spatio-temporal method for disease outbreak detection. J Am Med Inform Assoc (2010) 1.03
Detecting adverse drug events in discharge summaries using variations on the simple Bayes model. AMIA Annu Symp Proc (2003) 0.99
Evaluation of preprocessing techniques for chief complaint classification. J Biomed Inform (2007) 0.98
A recursive algorithm for spatial cluster detection. AMIA Annu Symp Proc (2007) 0.96
A control study to evaluate a computer-based microarray experiment design recommendation system for gene-regulation pathways discovery. J Biomed Inform (2005) 0.94
Analysis of a failed clinical decision support system for management of congestive heart failure. AMIA Annu Symp Proc (2008) 0.92
Discovery of gene-regulation pathways using local causal search. Proc AMIA Symp (2002) 0.87
Distinct signaling roles of ceramide species in yeast revealed through systematic perturbation and systems biology analyses. Sci Signal (2013) 0.82
A computer-based microarray experiment design-system for gene-regulation pathway discovery. AMIA Annu Symp Proc (2003) 0.81
Estimating the joint disease outbreak-detection time when an automated biosurveillance system is augmenting traditional clinical case finding. J Biomed Inform (2007) 0.80
Improving the prediction of clinical outcomes from genomic data using multiresolution analysis. IEEE/ACM Trans Comput Biol Bioinform (2012) 0.77
Generalized AMOC curves for evaluation and improvement of event surveillance. AMIA Annu Symp Proc (2009) 0.76
Bayesian modeling of unknown diseases for biosurveillance. AMIA Annu Symp Proc (2009) 0.75
Spatial cluster detection using dynamic programming. BMC Med Inform Decis Mak (2012) 0.75
A statistical approach for detecting deviations from usual medical care. AMIA Annu Symp Proc (2007) 0.75
The effects of natural language processing on cross-institutional portability of influenza case detection for disease surveillance. Appl Clin Inform (2017) 0.75
Multivariate Bayesian modeling of known and unknown causes of events--an application to biosurveillance. Comput Methods Programs Biomed (2010) 0.75